Dataset statistics
| Number of variables | 37 |
|---|---|
| Number of observations | 2434863 |
| Missing cells | 18183596 |
| Missing cells (%) | 20.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 687.3 MiB |
| Average record size in memory | 296.0 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 12 |
| Boolean | 11 |
date_of_report has constant value "20220901.0" | Constant |
supplementary_prepaid_card has constant value "False" | Constant |
home_address has a high cardinality: 1807 distinct values | High cardinality |
credit_card_branch_location has a high cardinality: 120 distinct values | High cardinality |
current_ca_credit_limit is highly correlated with current_cp_credit_limit and 2 other fields | High correlation |
current_cp_credit_limit is highly correlated with current_ca_credit_limit and 2 other fields | High correlation |
initial_ca_credit_limit is highly correlated with current_ca_credit_limit and 2 other fields | High correlation |
initial_cp_credit_limit is highly correlated with current_ca_credit_limit and 2 other fields | High correlation |
current_loan_balance is highly correlated with sanctioned_amount | High correlation |
sanctioned_amount is highly correlated with current_loan_balance | High correlation |
annual_income is highly correlated with current_cp_credit_limit and 1 other fields | High correlation |
current_ca_credit_limit is highly correlated with current_cp_credit_limit and 2 other fields | High correlation |
current_cp_credit_limit is highly correlated with annual_income and 3 other fields | High correlation |
initial_ca_credit_limit is highly correlated with current_ca_credit_limit and 2 other fields | High correlation |
initial_cp_credit_limit is highly correlated with annual_income and 3 other fields | High correlation |
current_loan_balance is highly correlated with sanctioned_amount | High correlation |
sanctioned_amount is highly correlated with current_loan_balance | High correlation |
current_ca_credit_limit is highly correlated with current_cp_credit_limit and 2 other fields | High correlation |
current_cp_credit_limit is highly correlated with current_ca_credit_limit and 2 other fields | High correlation |
initial_ca_credit_limit is highly correlated with current_ca_credit_limit and 2 other fields | High correlation |
initial_cp_credit_limit is highly correlated with current_ca_credit_limit and 2 other fields | High correlation |
current_loan_balance is highly correlated with sanctioned_amount | High correlation |
sanctioned_amount is highly correlated with current_loan_balance | High correlation |
current_loan_balance is highly correlated with sanctioned_amount | High correlation |
opt_out is highly correlated with race and 4 other fields | High correlation |
initial_cp_credit_limit is highly correlated with current_cp_credit_limit and 3 other fields | High correlation |
prepaid_card_branch_loaction is highly correlated with customer_with_active_prepaid_card and 1 other fields | High correlation |
sanctioned_amount is highly correlated with current_loan_balance | High correlation |
customer_with_active_prepaid_card is highly correlated with prepaid_card_branch_loaction and 1 other fields | High correlation |
race is highly correlated with opt_out and 4 other fields | High correlation |
marital_status is highly correlated with opt_out and 4 other fields | High correlation |
mobile_app_status is highly correlated with prepaid_card_branch_loaction and 2 other fields | High correlation |
current_cp_credit_limit is highly correlated with initial_cp_credit_limit and 2 other fields | High correlation |
age is highly correlated with opt_out and 4 other fields | High correlation |
type_of_employment is highly correlated with occupation | High correlation |
initial_ca_credit_limit is highly correlated with initial_cp_credit_limit and 2 other fields | High correlation |
occupation is highly correlated with opt_out and 5 other fields | High correlation |
vip_status is highly correlated with initial_cp_credit_limit | High correlation |
customer_with_active_credit_card is highly correlated with mobile_app_status | High correlation |
current_ca_credit_limit is highly correlated with initial_cp_credit_limit and 2 other fields | High correlation |
gender is highly correlated with opt_out and 4 other fields | High correlation |
opt_out is highly correlated with educational_qualification and 6 other fields | High correlation |
educational_qualification is highly correlated with opt_out and 2 other fields | High correlation |
customer_with_active_prepaid_card is highly correlated with mobile_app_status and 2 other fields | High correlation |
mobile_app_status is highly correlated with customer_with_active_prepaid_card and 2 other fields | High correlation |
own_multiple_financing_products is highly correlated with supplementary_prepaid_card and 1 other fields | High correlation |
type_of_employment is highly correlated with occupation and 2 other fields | High correlation |
occupation is highly correlated with opt_out and 6 other fields | High correlation |
customer_with_active_credit_card is highly correlated with supplementary_prepaid_card and 1 other fields | High correlation |
supplementary_credit_card is highly correlated with supplementary_prepaid_card and 1 other fields | High correlation |
own_multiple_credit_card is highly correlated with supplementary_prepaid_card and 1 other fields | High correlation |
gender is highly correlated with opt_out and 5 other fields | High correlation |
residence_type is highly correlated with supplementary_prepaid_card and 1 other fields | High correlation |
supplementary_prepaid_card is highly correlated with opt_out and 19 other fields | High correlation |
date_of_report is highly correlated with opt_out and 19 other fields | High correlation |
race is highly correlated with opt_out and 5 other fields | High correlation |
own_multiple_prepaid_card is highly correlated with supplementary_prepaid_card and 1 other fields | High correlation |
nationality is highly correlated with supplementary_prepaid_card and 1 other fields | High correlation |
marital_status is highly correlated with opt_out and 5 other fields | High correlation |
vip_status is highly correlated with supplementary_prepaid_card and 1 other fields | High correlation |
customer_with_active_financing_product is highly correlated with supplementary_prepaid_card and 1 other fields | High correlation |
default is highly correlated with supplementary_prepaid_card and 1 other fields | High correlation |
educational_qualification has 2208750 (90.7%) missing values | Missing |
current_ca_credit_limit has 2354649 (96.7%) missing values | Missing |
current_cp_credit_limit has 2354649 (96.7%) missing values | Missing |
initial_ca_credit_limit has 2361902 (97.0%) missing values | Missing |
initial_cp_credit_limit has 2361902 (97.0%) missing values | Missing |
current_prepaid_card_balance has 2095391 (86.1%) missing values | Missing |
date_of_last_top_up_of_prepaid_card has 2251140 (92.5%) missing values | Missing |
current_loan_balance has 1092716 (44.9%) missing values | Missing |
sanctioned_amount has 1092716 (44.9%) missing values | Missing |
annual_income is highly skewed (γ1 = 1085.445471) | Skewed |
current_prepaid_card_balance is highly skewed (γ1 = 34.14174152) | Skewed |
customer_id has unique values | Unique |
number_of_dependents has 1114516 (45.8%) zeros | Zeros |
current_prepaid_card_balance has 194365 (8.0%) zeros | Zeros |
prepaid_card_branch_loaction has 2095391 (86.1%) zeros | Zeros |
current_loan_balance has 46476 (1.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-11 15:35:27.604062 |
|---|---|
| Analysis finished | 2023-09-11 15:45:32.342030 |
| Duration | 10 minutes and 4.74 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 2434863 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 161100218.4 |
| Minimum | 10000019 |
|---|---|
| Maximum | 970005601 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 10000019 |
|---|---|
| 5-th percentile | 10836078.1 |
| Q1 | 110198199.5 |
| median | 133115686 |
| Q3 | 180718682.5 |
| 95-th percentile | 260619181.4 |
| Maximum | 970005601 |
| Range | 960005582 |
| Interquartile range (IQR) | 70520483 |
Descriptive statistics
| Standard deviation | 157248499.4 |
|---|---|
| Coefficient of variation (CV) | 0.9760911624 |
| Kurtosis | 12.01250985 |
| Mean | 161100218.4 |
| Median Absolute Deviation (MAD) | 33115199 |
| Skewness | 3.354136575 |
| Sum | 3.92256961 × 1014 |
| Variance | 2.472709057 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 142932463 | 1 | < 0.1% |
| 200510928 | 1 | < 0.1% |
| 190885495 | 1 | < 0.1% |
| 130051894 | 1 | < 0.1% |
| 141874819 | 1 | < 0.1% |
| 700762520 | 1 | < 0.1% |
| 130235979 | 1 | < 0.1% |
| 192325156 | 1 | < 0.1% |
| 190045021 | 1 | < 0.1% |
| 132706820 | 1 | < 0.1% |
| Other values (2434853) | 2434853 |
| Value | Count | Frequency (%) |
| 10000019 | 1 | |
| 10000021 | 1 | |
| 10000024 | 1 | |
| 10000025 | 1 | |
| 10000031 | 1 | |
| 10000035 | 1 | |
| 10000047 | 1 | |
| 10000051 | 1 | |
| 10000058 | 1 | |
| 10000064 | 1 |
| Value | Count | Frequency (%) |
| 970005601 | 1 | |
| 970005530 | 1 | |
| 970005518 | 1 | |
| 970005506 | 1 | |
| 970005504 | 1 | |
| 970005501 | 1 | |
| 970005497 | 1 | |
| 970005486 | 1 | |
| 970005469 | 1 | |
| 970005465 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 MiB |
| 20220901.0 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 24348630 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 20220901.0 |
|---|---|
| 2nd row | 20220901.0 |
| 3rd row | 20220901.0 |
| 4th row | 20220901.0 |
| 5th row | 20220901.0 |
Common Values
| Value | Count | Frequency (%) |
| 20220901.0 | 2434863 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 20220901.0 | 2434863 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9739452 | |
| 2 | 7304589 | |
| 9 | 2434863 | 10.0% |
| 1 | 2434863 | 10.0% |
| . | 2434863 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 21913767 | |
| Other Punctuation | 2434863 | 10.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9739452 | |
| 2 | 7304589 | |
| 9 | 2434863 | 11.1% |
| 1 | 2434863 | 11.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2434863 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 24348630 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9739452 | |
| 2 | 7304589 | |
| 9 | 2434863 | 10.0% |
| 1 | 2434863 | 10.0% |
| . | 2434863 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24348630 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9739452 | |
| 2 | 7304589 | |
| 9 | 2434863 | 10.0% |
| 1 | 2434863 | 10.0% |
| . | 2434863 | 10.0% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 MiB |
| Male | |
|---|---|
| Female | |
| Unknown | 383 |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 4.739761128 |
| Min length | 4 |
Characters and Unicode
| Total characters | 11540669 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Male | 1534446 | |
| Female | 900034 | |
| Unknown | 383 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| male | 1534446 | |
| female | 900034 | |
| unknown | 383 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3334514 | |
| a | 2434480 | |
| l | 2434480 | |
| M | 1534446 | |
| F | 900034 | 7.8% |
| m | 900034 | 7.8% |
| n | 1149 | < 0.1% |
| U | 383 | < 0.1% |
| k | 383 | < 0.1% |
| o | 383 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9105806 | |
| Uppercase Letter | 2434863 | 21.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3334514 | |
| a | 2434480 | |
| l | 2434480 | |
| m | 900034 | 9.9% |
| n | 1149 | < 0.1% |
| k | 383 | < 0.1% |
| o | 383 | < 0.1% |
| w | 383 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 1534446 | |
| F | 900034 | |
| U | 383 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 11540669 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3334514 | |
| a | 2434480 | |
| l | 2434480 | |
| M | 1534446 | |
| F | 900034 | 7.8% |
| m | 900034 | 7.8% |
| n | 1149 | < 0.1% |
| U | 383 | < 0.1% |
| k | 383 | < 0.1% |
| o | 383 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11540669 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3334514 | |
| a | 2434480 | |
| l | 2434480 | |
| M | 1534446 | |
| F | 900034 | 7.8% |
| m | 900034 | 7.8% |
| n | 1149 | < 0.1% |
| U | 383 | < 0.1% |
| k | 383 | < 0.1% |
| o | 383 | < 0.1% |
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 MiB |
| a4a8ba27410e227c522ae7b71844852e33ccbb4c57cb362d16e09207de46dda0 | |
|---|---|
| db87f20a1ced8ee129c2e25c6ea20024113c1be0aa50f6a73c9b577d31dddcf3 | |
| 0be69302b80664a1f1ada55c8edd5f40cf3d5d23fbb48e47481e05ef097ac67c | |
| 735d33de78e4c7303ea1bbfa00fc0eebc656b24fd8a0d5fecfe8e2da64092701 | |
| cc7cc7b16765e55be80f0b222f9ceea451304704fbc78664597e80a23da9f588 | |
| Other values (26) |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Characters and Unicode
| Total characters | 155831232 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1d3134e05d4736dd523e8da18153fee1683082c8047194972a00bef74936fd6d |
|---|---|
| 2nd row | d56baa23c666005144806b1143e76f89d80bb0d5087ac44e63668cd6b415ccc0 |
| 3rd row | 2591e99784666567fe15b2059e3f2050b0e9d1226bde8f911aa4a3e2dcc2436e |
| 4th row | 3c78d9603676c68c5f26d0f4fb2ed5026456cd799b53aa64373f64b6cda34a43 |
| 5th row | 0be69302b80664a1f1ada55c8edd5f40cf3d5d23fbb48e47481e05ef097ac67c |
Common Values
| Value | Count | Frequency (%) |
| a4a8ba27410e227c522ae7b71844852e33ccbb4c57cb362d16e09207de46dda0 | 393545 | |
| db87f20a1ced8ee129c2e25c6ea20024113c1be0aa50f6a73c9b577d31dddcf3 | 353778 | |
| 0be69302b80664a1f1ada55c8edd5f40cf3d5d23fbb48e47481e05ef097ac67c | 251668 | |
| 735d33de78e4c7303ea1bbfa00fc0eebc656b24fd8a0d5fecfe8e2da64092701 | 227929 | |
| cc7cc7b16765e55be80f0b222f9ceea451304704fbc78664597e80a23da9f588 | 214579 | |
| b38c06347169ddbe0700cdba20f63d3e4bbaaacfa6714118d21ea474d70ab2e2 | 211624 | |
| 1d3134e05d4736dd523e8da18153fee1683082c8047194972a00bef74936fd6d | 133490 | 5.5% |
| bb83ee9de0d25e9b1a9d509fa87bcd5d4788ae27c16361d453f20536ed202094 | 123122 | 5.1% |
| 3c78d9603676c68c5f26d0f4fb2ed5026456cd799b53aa64373f64b6cda34a43 | 108885 | 4.5% |
| d56baa23c666005144806b1143e76f89d80bb0d5087ac44e63668cd6b415ccc0 | 105210 | 4.3% |
| Other values (21) | 311033 |
Length
| Value | Count | Frequency (%) |
| a4a8ba27410e227c522ae7b71844852e33ccbb4c57cb362d16e09207de46dda0 | 393545 | |
| db87f20a1ced8ee129c2e25c6ea20024113c1be0aa50f6a73c9b577d31dddcf3 | 353778 | |
| 0be69302b80664a1f1ada55c8edd5f40cf3d5d23fbb48e47481e05ef097ac67c | 251668 | |
| 735d33de78e4c7303ea1bbfa00fc0eebc656b24fd8a0d5fecfe8e2da64092701 | 227929 | |
| cc7cc7b16765e55be80f0b222f9ceea451304704fbc78664597e80a23da9f588 | 214579 | |
| b38c06347169ddbe0700cdba20f63d3e4bbaaacfa6714118d21ea474d70ab2e2 | 211624 | |
| 1d3134e05d4736dd523e8da18153fee1683082c8047194972a00bef74936fd6d | 133490 | 5.5% |
| bb83ee9de0d25e9b1a9d509fa87bcd5d4788ae27c16361d453f20536ed202094 | 123122 | 5.1% |
| 3c78d9603676c68c5f26d0f4fb2ed5026456cd799b53aa64373f64b6cda34a43 | 108885 | 4.5% |
| d56baa23c666005144806b1143e76f89d80bb0d5087ac44e63668cd6b415ccc0 | 105210 | 4.3% |
| Other values (21) | 311033 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 12355194 | 7.9% |
| 0 | 12043342 | 7.7% |
| d | 11915480 | 7.6% |
| 2 | 10864861 | 7.0% |
| c | 10547071 | 6.8% |
| a | 10336172 | 6.6% |
| 4 | 10312040 | 6.6% |
| 7 | 10128844 | 6.5% |
| b | 9923593 | 6.4% |
| 6 | 9796095 | 6.3% |
| Other values (6) | 47608540 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 94007069 | |
| Lowercase Letter | 61824163 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12043342 | |
| 2 | 10864861 | |
| 4 | 10312040 | |
| 7 | 10128844 | |
| 6 | 9796095 | |
| 1 | 9334336 | |
| 3 | 9265552 | |
| 5 | 8589178 | |
| 8 | 7853090 | |
| 9 | 5819731 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 12355194 | |
| d | 11915480 | |
| c | 10547071 | |
| a | 10336172 | |
| b | 9923593 | |
| f | 6746653 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 94007069 | |
| Latin | 61824163 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12043342 | |
| 2 | 10864861 | |
| 4 | 10312040 | |
| 7 | 10128844 | |
| 6 | 9796095 | |
| 1 | 9334336 | |
| 3 | 9265552 | |
| 5 | 8589178 | |
| 8 | 7853090 | |
| 9 | 5819731 |
Latin
| Value | Count | Frequency (%) |
| e | 12355194 | |
| d | 11915480 | |
| c | 10547071 | |
| a | 10336172 | |
| b | 9923593 | |
| f | 6746653 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155831232 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 12355194 | 7.9% |
| 0 | 12043342 | 7.7% |
| d | 11915480 | 7.6% |
| 2 | 10864861 | 7.0% |
| c | 10547071 | 6.8% |
| a | 10336172 | 6.6% |
| 4 | 10312040 | 6.6% |
| 7 | 10128844 | 6.5% |
| b | 9923593 | 6.4% |
| 6 | 9796095 | 6.3% |
| Other values (6) | 47608540 |
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 384 |
| Missing (%) | < 0.1% |
| Memory size | 18.6 MiB |
| 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | |
|---|---|
| b7a8bf8c2b775d53a0c09b2232326536ba50ef3cf0ee37cc40c7f35b64b99b0a | 11 |
| 2f2599004a972e8ff6cea52d23ee5863ccd75d39c779e30250314038f22edfee | 8 |
| c8384ec85ceb0443a150112b5410a53daef242f0bc6649e2c4fd7b28454b8fec | 8 |
| 756ccb3836d7412b19620976e8a0e3a3937e935e6b4dc102a780fb4ec3b33e29 | 6 |
| Other values (18) | 32 |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Characters and Unicode
| Total characters | 155806656 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 |
|---|---|
| 2nd row | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 |
| 3rd row | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 |
| 4th row | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 |
| 5th row | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 |
Common Values
| Value | Count | Frequency (%) |
| 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 2434414 | |
| b7a8bf8c2b775d53a0c09b2232326536ba50ef3cf0ee37cc40c7f35b64b99b0a | 11 | < 0.1% |
| 2f2599004a972e8ff6cea52d23ee5863ccd75d39c779e30250314038f22edfee | 8 | < 0.1% |
| c8384ec85ceb0443a150112b5410a53daef242f0bc6649e2c4fd7b28454b8fec | 8 | < 0.1% |
| 756ccb3836d7412b19620976e8a0e3a3937e935e6b4dc102a780fb4ec3b33e29 | 6 | < 0.1% |
| 1e325ce00b0869a7a5dc93dce979cfb355694c25462ee78490aa32f0e1f12c84 | 5 | < 0.1% |
| 4dd44846592eae99c4cb36fe9fb7949a173bdd9e12d3964c3cd3dfc1510bd6e3 | 4 | < 0.1% |
| 6a3fc4dd53c6279fe922c7c5824a4942bbaab9dc5faec66bc8aa3eecf2ad33a4 | 3 | < 0.1% |
| b005a90e52784e8288643270240a2c7258ee49ea38ad3d8a285926d160b2b986 | 3 | < 0.1% |
| d421904b08e73ffb95df8782b428fd213dbd282847a992ac323944a5f7e9c46e | 2 | < 0.1% |
| Other values (13) | 15 | < 0.1% |
| (Missing) | 384 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 2434414 | |
| b7a8bf8c2b775d53a0c09b2232326536ba50ef3cf0ee37cc40c7f35b64b99b0a | 11 | < 0.1% |
| 2f2599004a972e8ff6cea52d23ee5863ccd75d39c779e30250314038f22edfee | 8 | < 0.1% |
| c8384ec85ceb0443a150112b5410a53daef242f0bc6649e2c4fd7b28454b8fec | 8 | < 0.1% |
| 756ccb3836d7412b19620976e8a0e3a3937e935e6b4dc102a780fb4ec3b33e29 | 6 | < 0.1% |
| 1e325ce00b0869a7a5dc93dce979cfb355694c25462ee78490aa32f0e1f12c84 | 5 | < 0.1% |
| 4dd44846592eae99c4cb36fe9fb7949a173bdd9e12d3964c3cd3dfc1510bd6e3 | 4 | < 0.1% |
| 6a3fc4dd53c6279fe922c7c5824a4942bbaab9dc5faec66bc8aa3eecf2ad33a4 | 3 | < 0.1% |
| b005a90e52784e8288643270240a2c7258ee49ea38ad3d8a285926d160b2b986 | 3 | < 0.1% |
| 223fc07d653a18ed51a1ed2599d48761068ec78097ab82e5ab9e23dea863314a | 2 | < 0.1% |
| Other values (13) | 15 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 19475616 | |
| 7 | 14606714 | |
| a | 14606714 | |
| f | 12172299 | 7.8% |
| 6 | 12172282 | 7.8% |
| 2 | 9738006 | 6.3% |
| 3 | 9737986 | 6.3% |
| 5 | 9737926 | 6.3% |
| 4 | 9737923 | 6.3% |
| b | 9737922 | 6.3% |
| Other values (6) | 34083268 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 85207093 | |
| Lowercase Letter | 70599563 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 14606714 | |
| 6 | 12172282 | |
| 2 | 9738006 | |
| 3 | 9737986 | |
| 5 | 9737926 | |
| 4 | 9737923 | |
| 9 | 7303505 | |
| 0 | 4869108 | 5.7% |
| 1 | 4868996 | 5.7% |
| 8 | 2434647 | 2.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 19475616 | |
| a | 14606714 | |
| f | 12172299 | |
| b | 9737922 | |
| e | 7303556 | 10.3% |
| d | 7303456 | 10.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 85207093 | |
| Latin | 70599563 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 7 | 14606714 | |
| 6 | 12172282 | |
| 2 | 9738006 | |
| 3 | 9737986 | |
| 5 | 9737926 | |
| 4 | 9737923 | |
| 9 | 7303505 | |
| 0 | 4869108 | 5.7% |
| 1 | 4868996 | 5.7% |
| 8 | 2434647 | 2.9% |
Latin
| Value | Count | Frequency (%) |
| c | 19475616 | |
| a | 14606714 | |
| f | 12172299 | |
| b | 9737922 | |
| e | 7303556 | 10.3% |
| d | 7303456 | 10.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155806656 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| c | 19475616 | |
| 7 | 14606714 | |
| a | 14606714 | |
| f | 12172299 | 7.8% |
| 6 | 12172282 | 7.8% |
| 2 | 9738006 | 6.3% |
| 3 | 9737986 | 6.3% |
| 5 | 9737926 | 6.3% |
| 4 | 9737923 | 6.3% |
| b | 9737922 | 6.3% |
| Other values (6) | 34083268 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 MiB |
| 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | |
|---|---|
| 99b0a2098212fca2a4b7e72c48081e4290f2f75004ba54d402df38647113cacc | |
| 83ad5f646c236e5afc36e3f3353c6f6f8ba983653b117d5340f9a5248fe11d00 | 181816 |
| 97e44d546f8c88f0a19f0e8db7e2069337b7e6924b7cd230a00710d7b9b53d00 | 91447 |
| b764cdc0eab7137467211272fa539f1260d1bf2e71bcf6ff3bdc960f5c16aa14 | 383 |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Characters and Unicode
| Total characters | 155831232 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 |
|---|---|
| 2nd row | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 |
| 3rd row | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 |
| 4th row | 83ad5f646c236e5afc36e3f3353c6f6f8ba983653b117d5340f9a5248fe11d00 |
| 5th row | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 |
Common Values
| Value | Count | Frequency (%) |
| 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 1929101 | |
| 99b0a2098212fca2a4b7e72c48081e4290f2f75004ba54d402df38647113cacc | 232116 | 9.5% |
| 83ad5f646c236e5afc36e3f3353c6f6f8ba983653b117d5340f9a5248fe11d00 | 181816 | 7.5% |
| 97e44d546f8c88f0a19f0e8db7e2069337b7e6924b7cd230a00710d7b9b53d00 | 91447 | 3.8% |
| b764cdc0eab7137467211272fa539f1260d1bf2e71bcf6ff3bdc960f5c16aa14 | 383 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 1929101 | |
| 99b0a2098212fca2a4b7e72c48081e4290f2f75004ba54d402df38647113cacc | 232116 | 9.5% |
| 83ad5f646c236e5afc36e3f3353c6f6f8ba983653b117d5340f9a5248fe11d00 | 181816 | 7.5% |
| 97e44d546f8c88f0a19f0e8db7e2069337b7e6924b7cd230a00710d7b9b53d00 | 91447 | 3.8% |
| b764cdc0eab7137467211272fa539f1260d1bf2e71bcf6ff3bdc960f5c16aa14 | 383 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 19840107 | |
| 6 | 17214275 | |
| a | 13646876 | |
| 3 | 12294834 | 7.9% |
| 4 | 12182702 | 7.8% |
| 2 | 10213220 | 6.6% |
| c | 9607241 | 6.2% |
| 9 | 9466501 | 6.1% |
| d | 9184468 | 5.9% |
| e | 9092638 | 5.8% |
| Other values (6) | 33088370 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 91011671 | |
| Lowercase Letter | 64819561 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 17214275 | |
| 3 | 12294834 | |
| 4 | 12182702 | |
| 2 | 10213220 | |
| 9 | 9466501 | |
| 0 | 8781735 | |
| 5 | 7526091 | |
| 1 | 5699888 | 6.3% |
| 8 | 3950617 | 4.3% |
| 7 | 3681808 | 4.0% |
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 19840107 | |
| a | 13646876 | |
| c | 9607241 | |
| d | 9184468 | |
| e | 9092638 | |
| b | 3448231 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 91011671 | |
| Latin | 64819561 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 6 | 17214275 | |
| 3 | 12294834 | |
| 4 | 12182702 | |
| 2 | 10213220 | |
| 9 | 9466501 | |
| 0 | 8781735 | |
| 5 | 7526091 | |
| 1 | 5699888 | 6.3% |
| 8 | 3950617 | 4.3% |
| 7 | 3681808 | 4.0% |
Latin
| Value | Count | Frequency (%) |
| f | 19840107 | |
| a | 13646876 | |
| c | 9607241 | |
| d | 9184468 | |
| e | 9092638 | |
| b | 3448231 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155831232 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 19840107 | |
| 6 | 17214275 | |
| a | 13646876 | |
| 3 | 12294834 | 7.9% |
| 4 | 12182702 | 7.8% |
| 2 | 10213220 | 6.6% |
| c | 9607241 | 6.2% |
| 9 | 9466501 | 6.1% |
| d | 9184468 | 5.9% |
| e | 9092638 | 5.8% |
| Other values (6) | 33088370 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 32 |
| Missing (%) | < 0.1% |
| Memory size | 18.6 MiB |
| 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | |
|---|---|
| 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 | |
| 10a033a3053ce4de82085eef58d58d9ed93638cb095d4c6747e992305aebdcbf | 29083 |
| 14a1e8ee89b963b94242cbb2fbfbb1327eb20846632856b18f0562d2218d7371 | 17025 |
| b764cdc0eab7137467211272fa539f1260d1bf2e71bcf6ff3bdc960f5c16aa14 | 383 |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Characters and Unicode
| Total characters | 155829184 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 |
|---|---|
| 2nd row | 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 |
| 3rd row | 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 |
| 4th row | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 |
| 5th row | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 |
Common Values
| Value | Count | Frequency (%) |
| 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 1500428 | |
| 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 | 887912 | |
| 10a033a3053ce4de82085eef58d58d9ed93638cb095d4c6747e992305aebdcbf | 29083 | 1.2% |
| 14a1e8ee89b963b94242cbb2fbfbb1327eb20846632856b18f0562d2218d7371 | 17025 | 0.7% |
| b764cdc0eab7137467211272fa539f1260d1bf2e71bcf6ff3bdc960f5c16aa14 | 383 | < 0.1% |
| (Missing) | 32 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 1500428 | |
| 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 | 887912 | |
| 10a033a3053ce4de82085eef58d58d9ed93638cb095d4c6747e992305aebdcbf | 29083 | 1.2% |
| 14a1e8ee89b963b94242cbb2fbfbb1327eb20846632856b18f0562d2218d7371 | 17025 | 0.7% |
| b764cdc0eab7137467211272fa539f1260d1bf2e71bcf6ff3bdc960f5c16aa14 | 383 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 18054951 | |
| d | 12763913 | 8.2% |
| 4 | 12098198 | 7.8% |
| 2 | 11879610 | 7.6% |
| 0 | 10926365 | 7.0% |
| e | 10101203 | 6.5% |
| a | 9934562 | 6.4% |
| b | 9520353 | 6.1% |
| 6 | 9423553 | 6.0% |
| 3 | 9213674 | 5.9% |
| Other values (6) | 41912802 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 99207315 | |
| Lowercase Letter | 56621869 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 18054951 | |
| 4 | 12098198 | |
| 2 | 11879610 | |
| 0 | 10926365 | |
| 6 | 9423553 | |
| 3 | 9213674 | |
| 8 | 9188409 | |
| 9 | 7362276 | |
| 5 | 5598510 | 5.6% |
| 1 | 5461769 | 5.5% |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 12763913 | |
| e | 10101203 | |
| a | 9934562 | |
| b | 9520353 | |
| f | 7889458 | |
| c | 6412380 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 99207315 | |
| Latin | 56621869 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 7 | 18054951 | |
| 4 | 12098198 | |
| 2 | 11879610 | |
| 0 | 10926365 | |
| 6 | 9423553 | |
| 3 | 9213674 | |
| 8 | 9188409 | |
| 9 | 7362276 | |
| 5 | 5598510 | 5.6% |
| 1 | 5461769 | 5.5% |
Latin
| Value | Count | Frequency (%) |
| d | 12763913 | |
| e | 10101203 | |
| a | 9934562 | |
| b | 9520353 | |
| f | 7889458 | |
| c | 6412380 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155829184 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7 | 18054951 | |
| d | 12763913 | 8.2% |
| 4 | 12098198 | 7.8% |
| 2 | 11879610 | 7.6% |
| 0 | 10926365 | 7.0% |
| e | 10101203 | 6.5% |
| a | 9934562 | 6.4% |
| b | 9520353 | 6.1% |
| 6 | 9423553 | 6.0% |
| 3 | 9213674 | 5.9% |
| Other values (6) | 41912802 |
| Distinct | 80 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.31132552 |
| Minimum | 0 |
|---|---|
| Maximum | 122 |
| Zeros | 383 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 30 |
| median | 36 |
| Q3 | 45 |
| 95-th percentile | 59 |
| Maximum | 122 |
| Range | 122 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.67125772 |
|---|---|
| Coefficient of variation (CV) | 0.278540551 |
| Kurtosis | 0.04305776584 |
| Mean | 38.31132552 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.685594358 |
| Sum | 93282829 |
| Variance | 113.8757414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 98275 | 4.0% |
| 32 | 98233 | 4.0% |
| 35 | 97846 | 4.0% |
| 31 | 97794 | 4.0% |
| 30 | 97214 | 4.0% |
| 36 | 97174 | 4.0% |
| 33 | 94371 | 3.9% |
| 29 | 93020 | 3.8% |
| 37 | 92982 | 3.8% |
| 38 | 86804 | 3.6% |
| Other values (70) | 1481150 |
| Value | Count | Frequency (%) |
| 0 | 383 | < 0.1% |
| 9 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 18 | 224 | < 0.1% |
| 19 | 4203 | 0.2% |
| 20 | 11633 | 0.5% |
| 21 | 19417 | |
| 22 | 30790 |
| Value | Count | Frequency (%) |
| 122 | 47 | |
| 115 | 2 | < 0.1% |
| 112 | 1 | < 0.1% |
| 102 | 1 | < 0.1% |
| 88 | 1 | < 0.1% |
| 87 | 2 | < 0.1% |
| 86 | 3 | < 0.1% |
| 85 | 1 | < 0.1% |
| 84 | 9 | < 0.1% |
| 83 | 13 | < 0.1% |
| Distinct | 1807 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 MiB |
| 43000 | 33423 |
|---|---|
| 81700 | 31048 |
| 81200 | 30877 |
| 81100 | 30570 |
| 81300 | 30421 |
| Other values (1802) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.994149979 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12160071 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 224 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 55100 |
|---|---|
| 2nd row | 84900 |
| 3rd row | 07000 |
| 4th row | 58000 |
| 5th row | 43500 |
Common Values
| Value | Count | Frequency (%) |
| 43000 | 33423 | 1.4% |
| 81700 | 31048 | 1.3% |
| 81200 | 30877 | 1.3% |
| 81100 | 30570 | 1.3% |
| 81300 | 30421 | 1.2% |
| 68100 | 27322 | 1.1% |
| 93050 | 25437 | 1.0% |
| 08000 | 24315 | 1.0% |
| 98000 | 24206 | 1.0% |
| 88450 | 23725 | 1.0% |
| Other values (1797) | 2153519 |
Length
| Value | Count | Frequency (%) |
| 43000 | 33423 | 1.4% |
| 81700 | 31048 | 1.3% |
| 81200 | 30877 | 1.3% |
| 81100 | 30570 | 1.3% |
| 81300 | 30421 | 1.2% |
| 68100 | 27322 | 1.1% |
| 93050 | 25437 | 1.0% |
| 08000 | 24315 | 1.0% |
| 98000 | 24206 | 1.0% |
| 88450 | 23725 | 1.0% |
| Other values (1797) | 2153519 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5321805 | |
| 1 | 1171503 | 9.6% |
| 8 | 885237 | 7.3% |
| 4 | 880556 | 7.2% |
| 5 | 797640 | 6.6% |
| 2 | 793760 | 6.5% |
| 3 | 759225 | 6.2% |
| 7 | 590974 | 4.9% |
| 6 | 516751 | 4.2% |
| 9 | 439059 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12156510 | |
| Dash Punctuation | 3561 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5321805 | |
| 1 | 1171503 | 9.6% |
| 8 | 885237 | 7.3% |
| 4 | 880556 | 7.2% |
| 5 | 797640 | 6.6% |
| 2 | 793760 | 6.5% |
| 3 | 759225 | 6.2% |
| 7 | 590974 | 4.9% |
| 6 | 516751 | 4.3% |
| 9 | 439059 | 3.6% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3561 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12160071 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5321805 | |
| 1 | 1171503 | 9.6% |
| 8 | 885237 | 7.3% |
| 4 | 880556 | 7.2% |
| 5 | 797640 | 6.6% |
| 2 | 793760 | 6.5% |
| 3 | 759225 | 6.2% |
| 7 | 590974 | 4.9% |
| 6 | 516751 | 4.2% |
| 9 | 439059 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12160071 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5321805 | |
| 1 | 1171503 | 9.6% |
| 8 | 885237 | 7.3% |
| 4 | 880556 | 7.2% |
| 5 | 797640 | 6.6% |
| 2 | 793760 | 6.5% |
| 3 | 759225 | 6.2% |
| 7 | 590974 | 4.9% |
| 6 | 516751 | 4.2% |
| 9 | 439059 | 3.6% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1842 |
| Missing (%) | 0.1% |
| Memory size | 18.6 MiB |
| c81f5b09f595dd05e9ad3b0fa206caf8a92a2f0f154d2885451ddf7f09768e6c | |
|---|---|
| 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 | |
| 3f61f7d37f20290d7d17f55ce5656469c8d894046147962773153d5bdffc5872 | |
| 055a952c818647957a80fc28e0537a01d3ad8e909145b4945f40fc6b508b5506 | |
| a3ccf1236ee8a45f9dd05b9db992f701d0aba9006879742d48ca2f10191bee90 | |
| Other values (2) |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Characters and Unicode
| Total characters | 155713344 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 055a952c818647957a80fc28e0537a01d3ad8e909145b4945f40fc6b508b5506 |
|---|---|
| 2nd row | 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 |
| 3rd row | 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 |
| 4th row | c81f5b09f595dd05e9ad3b0fa206caf8a92a2f0f154d2885451ddf7f09768e6c |
| 5th row | fcaa4020673f3cadd8a84f92af02c59f2b586ea2830d6a078961513287c98dbe |
Common Values
| Value | Count | Frequency (%) |
| c81f5b09f595dd05e9ad3b0fa206caf8a92a2f0f154d2885451ddf7f09768e6c | 784974 | |
| 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 | 735796 | |
| 3f61f7d37f20290d7d17f55ce5656469c8d894046147962773153d5bdffc5872 | 449127 | |
| 055a952c818647957a80fc28e0537a01d3ad8e909145b4945f40fc6b508b5506 | 207907 | 8.5% |
| a3ccf1236ee8a45f9dd05b9db992f701d0aba9006879742d48ca2f10191bee90 | 165195 | 6.8% |
| fcaa4020673f3cadd8a84f92af02c59f2b586ea2830d6a078961513287c98dbe | 80307 | 3.3% |
| ebdad9ba4c5e3ce0078ad8e8fb31e4c76176834cd2370f05bd043e4baf8d6c5a | 9715 | 0.4% |
| (Missing) | 1842 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| c81f5b09f595dd05e9ad3b0fa206caf8a92a2f0f154d2885451ddf7f09768e6c | 784974 | |
| 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 | 735796 | |
| 3f61f7d37f20290d7d17f55ce5656469c8d894046147962773153d5bdffc5872 | 449127 | |
| 055a952c818647957a80fc28e0537a01d3ad8e909145b4945f40fc6b508b5506 | 207907 | 8.5% |
| a3ccf1236ee8a45f9dd05b9db992f701d0aba9006879742d48ca2f10191bee90 | 165195 | 6.8% |
| fcaa4020673f3cadd8a84f92af02c59f2b586ea2830d6a078961513287c98dbe | 80307 | 3.3% |
| ebdad9ba4c5e3ce0078ad8e8fb31e4c76176834cd2370f05bd043e4baf8d6c5a | 9715 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 12897123 | 8.3% |
| 8 | 12776574 | 8.2% |
| 0 | 12270140 | 7.9% |
| 5 | 12054029 | 7.7% |
| 9 | 10620804 | 6.8% |
| a | 10607973 | 6.8% |
| d | 10497505 | 6.7% |
| 2 | 10183535 | 6.5% |
| 6 | 10033148 | 6.4% |
| 4 | 9525541 | 6.1% |
| Other values (6) | 44246972 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 101598237 | |
| Lowercase Letter | 54115107 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 12776574 | |
| 0 | 12270140 | |
| 5 | 12054029 | |
| 9 | 10620804 | |
| 2 | 10183535 | |
| 6 | 10033148 | |
| 4 | 9525541 | |
| 7 | 9505235 | |
| 1 | 8724354 | |
| 3 | 5904877 |
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 12897123 | |
| a | 10607973 | |
| d | 10497505 | |
| e | 7729349 | |
| c | 7398800 | |
| b | 4984357 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 101598237 | |
| Latin | 54115107 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 8 | 12776574 | |
| 0 | 12270140 | |
| 5 | 12054029 | |
| 9 | 10620804 | |
| 2 | 10183535 | |
| 6 | 10033148 | |
| 4 | 9525541 | |
| 7 | 9505235 | |
| 1 | 8724354 | |
| 3 | 5904877 |
Latin
| Value | Count | Frequency (%) |
| f | 12897123 | |
| a | 10607973 | |
| d | 10497505 | |
| e | 7729349 | |
| c | 7398800 | |
| b | 4984357 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155713344 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 12897123 | 8.3% |
| 8 | 12776574 | 8.2% |
| 0 | 12270140 | 7.9% |
| 5 | 12054029 | 7.7% |
| 9 | 10620804 | 6.8% |
| a | 10607973 | 6.8% |
| d | 10497505 | 6.7% |
| 2 | 10183535 | 6.5% |
| 6 | 10033148 | 6.4% |
| 4 | 9525541 | 6.1% |
| Other values (6) | 44246972 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2208750 |
| Missing (%) | 90.7% |
| Memory size | 18.6 MiB |
| 9369fec11043557b808b5faf7684d5281b8e69bdb2cf661546a51406e8b89c8d | |
|---|---|
| 74a30f9c0c4638c759eeb1abc1b8857dfa8b26b6dbab306a1e6a3245dbec6235 | |
| dd11755948898b60031cd1382b72e61ca672b0d255e238748a4d9961ead717e8 | |
| 30b3ef70d36d51469cd2c93dedfdf377f2cff6caa760d6361f1ab91a29f5070c | 3683 |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Characters and Unicode
| Total characters | 14471232 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | dd11755948898b60031cd1382b72e61ca672b0d255e238748a4d9961ead717e8 |
|---|---|
| 2nd row | 74a30f9c0c4638c759eeb1abc1b8857dfa8b26b6dbab306a1e6a3245dbec6235 |
| 3rd row | dd11755948898b60031cd1382b72e61ca672b0d255e238748a4d9961ead717e8 |
| 4th row | 9369fec11043557b808b5faf7684d5281b8e69bdb2cf661546a51406e8b89c8d |
| 5th row | 9369fec11043557b808b5faf7684d5281b8e69bdb2cf661546a51406e8b89c8d |
Common Values
| Value | Count | Frequency (%) |
| 9369fec11043557b808b5faf7684d5281b8e69bdb2cf661546a51406e8b89c8d | 132195 | 5.4% |
| 74a30f9c0c4638c759eeb1abc1b8857dfa8b26b6dbab306a1e6a3245dbec6235 | 53222 | 2.2% |
| dd11755948898b60031cd1382b72e61ca672b0d255e238748a4d9961ead717e8 | 37013 | 1.5% |
| 30b3ef70d36d51469cd2c93dedfdf377f2cff6caa760d6361f1ab91a29f5070c | 3683 | 0.2% |
| (Missing) | 2208750 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 9369fec11043557b808b5faf7684d5281b8e69bdb2cf661546a51406e8b89c8d | 132195 | |
| 74a30f9c0c4638c759eeb1abc1b8857dfa8b26b6dbab306a1e6a3245dbec6235 | 53222 | |
| dd11755948898b60031cd1382b72e61ca672b0d255e238748a4d9961ead717e8 | 37013 | 16.4% |
| 30b3ef70d36d51469cd2c93dedfdf377f2cff6caa760d6361f1ab91a29f5070c | 3683 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 1529539 | 10.6% |
| 6 | 1414847 | 9.8% |
| b | 1337351 | 9.2% |
| 5 | 1161476 | 8.0% |
| 1 | 1094464 | 7.6% |
| d | 804110 | 5.6% |
| 4 | 803168 | 5.6% |
| 9 | 798008 | 5.5% |
| e | 764891 | 5.3% |
| c | 755136 | 5.2% |
| Other values (6) | 4008242 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9435563 | |
| Lowercase Letter | 5035669 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 1529539 | |
| 6 | 1414847 | |
| 5 | 1161476 | |
| 1 | 1094464 | |
| 4 | 803168 | |
| 9 | 798008 | |
| 0 | 685705 | |
| 7 | 664549 | |
| 3 | 663637 | |
| 2 | 620170 |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 1337351 | |
| d | 804110 | |
| e | 764891 | |
| c | 755136 | |
| a | 709493 | |
| f | 664688 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9435563 | |
| Latin | 5035669 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 8 | 1529539 | |
| 6 | 1414847 | |
| 5 | 1161476 | |
| 1 | 1094464 | |
| 4 | 803168 | |
| 9 | 798008 | |
| 0 | 685705 | |
| 7 | 664549 | |
| 3 | 663637 | |
| 2 | 620170 |
Latin
| Value | Count | Frequency (%) |
| b | 1337351 | |
| d | 804110 | |
| e | 764891 | |
| c | 755136 | |
| a | 709493 | |
| f | 664688 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14471232 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 8 | 1529539 | 10.6% |
| 6 | 1414847 | 9.8% |
| b | 1337351 | 9.2% |
| 5 | 1161476 | 8.0% |
| 1 | 1094464 | 7.6% |
| d | 804110 | 5.6% |
| 4 | 803168 | 5.6% |
| 9 | 798008 | 5.5% |
| e | 764891 | 5.3% |
| c | 755136 | 5.2% |
| Other values (6) | 4008242 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 383 |
| Missing (%) | < 0.1% |
| Memory size | 18.6 MiB |
| 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | |
|---|---|
| 32f074477f7f9efed2b283e51bf8ae7c641d01ee446f44ab30b609bc916d59c2 | 92150 |
Length
| Max length | 64 |
|---|---|
| Median length | 64 |
| Mean length | 64 |
| Min length | 64 |
Characters and Unicode
| Total characters | 155806720 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 |
|---|---|
| 2nd row | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 |
| 3rd row | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 |
| 4th row | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 |
| 5th row | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 |
Common Values
| Value | Count | Frequency (%) |
| 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 2342330 | |
| 32f074477f7f9efed2b283e51bf8ae7c641d01ee446f44ab30b609bc916d59c2 | 92150 | 3.8% |
| (Missing) | 383 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 2342330 | |
| 32f074477f7f9efed2b283e51bf8ae7c641d01ee446f44ab30b609bc916d59c2 | 92150 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 19107240 | |
| 9 | 14422580 | 9.3% |
| 0 | 14422580 | 9.3% |
| 4 | 12356700 | 7.9% |
| 7 | 9830070 | 6.3% |
| 1 | 9737920 | 6.2% |
| 6 | 9737920 | 6.2% |
| c | 9645770 | 6.2% |
| a | 9553620 | 6.1% |
| f | 7579890 | 4.9% |
| Other values (6) | 39412430 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 108998700 | |
| Lowercase Letter | 46808020 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 19107240 | |
| 9 | 14422580 | |
| 0 | 14422580 | |
| 4 | 12356700 | |
| 7 | 9830070 | |
| 1 | 9737920 | |
| 6 | 9737920 | |
| 3 | 7303440 | 6.7% |
| 5 | 7211290 | 6.6% |
| 8 | 4868960 | 4.5% |
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 9645770 | |
| a | 9553620 | |
| f | 7579890 | |
| e | 7579890 | |
| d | 7303440 | |
| b | 5145410 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 108998700 | |
| Latin | 46808020 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 19107240 | |
| 9 | 14422580 | |
| 0 | 14422580 | |
| 4 | 12356700 | |
| 7 | 9830070 | |
| 1 | 9737920 | |
| 6 | 9737920 | |
| 3 | 7303440 | 6.7% |
| 5 | 7211290 | 6.6% |
| 8 | 4868960 | 4.5% |
Latin
| Value | Count | Frequency (%) |
| c | 9645770 | |
| a | 9553620 | |
| f | 7579890 | |
| e | 7579890 | |
| d | 7303440 | |
| b | 5145410 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155806720 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 19107240 | |
| 9 | 14422580 | 9.3% |
| 0 | 14422580 | 9.3% |
| 4 | 12356700 | 7.9% |
| 7 | 9830070 | 6.3% |
| 1 | 9737920 | 6.2% |
| 6 | 9737920 | 6.2% |
| c | 9645770 | 6.2% |
| a | 9553620 | 6.1% |
| f | 7579890 | 4.9% |
| Other values (6) | 39412430 |
| Distinct | 407779 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33501.46975 |
| Minimum | 0 |
|---|---|
| Maximum | 1000000000 |
| Zeros | 21360 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11040 |
| Q1 | 17292 |
| median | 25212 |
| Q3 | 38736 |
| 95-th percentile | 75002.34 |
| Maximum | 1000000000 |
| Range | 1000000000 |
| Interquartile range (IQR) | 21444 |
Descriptive statistics
| Standard deviation | 911356.57 |
|---|---|
| Coefficient of variation (CV) | 27.20348023 |
| Kurtosis | 1190561.509 |
| Mean | 33501.46975 |
| Median Absolute Deviation (MAD) | 9737.4 |
| Skewness | 1085.445471 |
| Sum | 8.157148913 × 1010 |
| Variance | 8.305707978 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12000 | 109087 | 4.5% |
| 18000 | 51459 | 2.1% |
| 14400 | 45273 | 1.9% |
| 24000 | 34373 | 1.4% |
| 21600 | 26238 | 1.1% |
| 30000 | 24404 | 1.0% |
| 15600 | 22087 | 0.9% |
| 13200 | 21827 | 0.9% |
| 36000 | 21408 | 0.9% |
| 0 | 21360 | 0.9% |
| Other values (407769) | 2057347 |
| Value | Count | Frequency (%) |
| 0 | 21360 | |
| 0.12 | 2 | < 0.1% |
| 0.48 | 1 | < 0.1% |
| 0.96 | 66 | < 0.1% |
| 1 | 2 | < 0.1% |
| 2 | 5 | < 0.1% |
| 4.92 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 12 | 2407 | 0.1% |
| 12.96 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000000000 | 2 | |
| 66832104 | 1 | |
| 52768500 | 1 | |
| 37200000 | 1 | |
| 34584624 | 1 | |
| 29942724 | 1 | |
| 28288692 | 1 | |
| 28152060 | 1 | |
| 25891344 | 1 | |
| 24960000 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| False | |
|---|---|
| True | 50 |
| Value | Count | Frequency (%) |
| False | 2434813 | |
| True | 50 | < 0.1% |
| Distinct | 58 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 383 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.566322171 |
| Minimum | -1 |
|---|---|
| Maximum | 83 |
| Zeros | 1114516 |
| Zeros (%) | 45.8% |
| Negative | 32 |
| Negative (%) | < 0.1% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 83 |
| Range | 84 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.963035124 |
|---|---|
| Coefficient of variation (CV) | 1.253276727 |
| Kurtosis | 11.47532085 |
| Mean | 1.566322171 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.673430899 |
| Sum | 3813180 |
| Variance | 3.853506899 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1114516 | |
| 1 | 347207 | 14.3% |
| 2 | 318779 | 13.1% |
| 3 | 231967 | 9.5% |
| 4 | 179798 | 7.4% |
| 5 | 136147 | 5.6% |
| 6 | 57190 | 2.3% |
| 7 | 25839 | 1.1% |
| 8 | 12715 | 0.5% |
| 9 | 4063 | 0.2% |
| Other values (48) | 6259 | 0.3% |
| Value | Count | Frequency (%) |
| -1 | 32 | < 0.1% |
| 0 | 1114516 | |
| 1 | 347207 | 14.3% |
| 2 | 318779 | 13.1% |
| 3 | 231967 | 9.5% |
| 4 | 179798 | 7.4% |
| 5 | 136147 | 5.6% |
| 6 | 57190 | 2.3% |
| 7 | 25839 | 1.1% |
| 8 | 12715 | 0.5% |
| Value | Count | Frequency (%) |
| 83 | 1 | |
| 82 | 1 | |
| 81 | 1 | |
| 61 | 1 | |
| 60 | 2 | |
| 59 | 1 | |
| 58 | 1 | |
| 57 | 1 | |
| 54 | 1 | |
| 52 | 2 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| False | |
|---|---|
| True | 153059 |
| Value | Count | Frequency (%) |
| False | 2281804 | |
| True | 153059 | 6.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| False | |
|---|---|
| True | 386 |
| Value | Count | Frequency (%) |
| False | 2434477 | |
| True | 386 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| False | |
|---|---|
| True | 80214 |
| Value | Count | Frequency (%) |
| False | 2354649 | |
| True | 80214 | 3.3% |
current_ca_credit_limit
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 225 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2354649 |
| Missing (%) | 96.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3242.249857 |
| Minimum | 0 |
|---|---|
| Maximum | 80000 |
| Zeros | 198 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 800 |
| Q1 | 1500 |
| median | 2400 |
| Q3 | 4000 |
| 95-th percentile | 8000 |
| Maximum | 80000 |
| Range | 80000 |
| Interquartile range (IQR) | 2500 |
Descriptive statistics
| Standard deviation | 2946.655532 |
|---|---|
| Coefficient of variation (CV) | 0.9088304918 |
| Kurtosis | 29.76281661 |
| Mean | 3242.249857 |
| Median Absolute Deviation (MAD) | 1200 |
| Skewness | 3.781233446 |
| Sum | 260073830 |
| Variance | 8682778.822 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1200 | 8207 | 0.3% |
| 4000 | 8147 | 0.3% |
| 2400 | 7838 | 0.3% |
| 1600 | 6777 | 0.3% |
| 3200 | 5137 | 0.2% |
| 1500 | 4558 | 0.2% |
| 800 | 4547 | 0.2% |
| 4800 | 4502 | 0.2% |
| 2000 | 4379 | 0.2% |
| 1800 | 2684 | 0.1% |
| Other values (215) | 23438 | 1.0% |
| (Missing) | 2354649 |
| Value | Count | Frequency (%) |
| 0 | 198 | < 0.1% |
| 200 | 23 | < 0.1% |
| 400 | 398 | < 0.1% |
| 500 | 3 | < 0.1% |
| 600 | 677 | < 0.1% |
| 630 | 1 | < 0.1% |
| 700 | 6 | < 0.1% |
| 750 | 15 | < 0.1% |
| 780 | 1 | < 0.1% |
| 800 | 4547 |
| Value | Count | Frequency (%) |
| 80000 | 1 | < 0.1% |
| 64000 | 2 | < 0.1% |
| 52000 | 1 | < 0.1% |
| 48000 | 1 | < 0.1% |
| 44000 | 1 | < 0.1% |
| 40000 | 17 | |
| 38400 | 1 | < 0.1% |
| 36000 | 3 | < 0.1% |
| 35200 | 1 | < 0.1% |
| 34400 | 1 | < 0.1% |
current_cp_credit_limit
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 106 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2354649 |
| Missing (%) | 96.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5503.516842 |
| Minimum | 1000 |
|---|---|
| Maximum | 200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 3000 |
| median | 5000 |
| Q3 | 6000 |
| 95-th percentile | 12000 |
| Maximum | 200000 |
| Range | 199000 |
| Interquartile range (IQR) | 3000 |
Descriptive statistics
| Standard deviation | 4152.811597 |
|---|---|
| Coefficient of variation (CV) | 0.7545741598 |
| Kurtosis | 96.90895572 |
| Mean | 5503.516842 |
| Median Absolute Deviation (MAD) | 1500 |
| Skewness | 5.268885842 |
| Sum | 441459100 |
| Variance | 17245844.16 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 16781 | 0.7% |
| 3000 | 14235 | 0.6% |
| 4000 | 11210 | 0.5% |
| 2000 | 8445 | 0.3% |
| 6000 | 8066 | 0.3% |
| 8000 | 4391 | 0.2% |
| 10000 | 3258 | 0.1% |
| 20000 | 2461 | 0.1% |
| 7000 | 2262 | 0.1% |
| 3500 | 1438 | 0.1% |
| Other values (96) | 7667 | 0.3% |
| (Missing) | 2354649 |
| Value | Count | Frequency (%) |
| 1000 | 11 | < 0.1% |
| 1500 | 1 | < 0.1% |
| 2000 | 8445 | |
| 2100 | 2 | < 0.1% |
| 2200 | 7 | < 0.1% |
| 2300 | 7 | < 0.1% |
| 2400 | 1 | < 0.1% |
| 2500 | 740 | < 0.1% |
| 2600 | 10 | < 0.1% |
| 2700 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 200000 | 1 | < 0.1% |
| 130000 | 1 | < 0.1% |
| 100000 | 1 | < 0.1% |
| 80000 | 5 | < 0.1% |
| 60000 | 7 | < 0.1% |
| 55000 | 1 | < 0.1% |
| 50000 | 36 | |
| 48000 | 1 | < 0.1% |
| 45000 | 6 | < 0.1% |
| 44000 | 1 | < 0.1% |
initial_ca_credit_limit
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 231 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2361902 |
| Missing (%) | 97.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2192.955415 |
| Minimum | 0 |
|---|---|
| Maximum | 80000 |
| Zeros | 3445 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 400 |
| Q1 | 1200 |
| median | 1600 |
| Q3 | 2400 |
| 95-th percentile | 6000 |
| Maximum | 80000 |
| Range | 80000 |
| Interquartile range (IQR) | 1200 |
Descriptive statistics
| Standard deviation | 2041.100823 |
|---|---|
| Coefficient of variation (CV) | 0.9307534526 |
| Kurtosis | 56.86861066 |
| Mean | 2192.955415 |
| Median Absolute Deviation (MAD) | 800 |
| Skewness | 4.235834927 |
| Sum | 160000220 |
| Variance | 4166092.572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1200 | 10288 | 0.4% |
| 1600 | 6031 | 0.2% |
| 2400 | 6024 | 0.2% |
| 1500 | 5888 | 0.2% |
| 800 | 5523 | 0.2% |
| 2000 | 5405 | 0.2% |
| 1800 | 3893 | 0.2% |
| 400 | 3818 | 0.2% |
| 0 | 3445 | 0.1% |
| 3000 | 2465 | 0.1% |
| Other values (221) | 20181 | 0.8% |
| (Missing) | 2361902 |
| Value | Count | Frequency (%) |
| 0 | 3445 | |
| 200 | 11 | < 0.1% |
| 400 | 3818 | |
| 500 | 1 | < 0.1% |
| 600 | 1104 | < 0.1% |
| 630 | 1 | < 0.1% |
| 700 | 8 | < 0.1% |
| 750 | 14 | < 0.1% |
| 780 | 1 | < 0.1% |
| 800 | 5523 |
| Value | Count | Frequency (%) |
| 80000 | 1 | |
| 52000 | 1 | |
| 50000 | 1 | |
| 38400 | 1 | |
| 36000 | 1 | |
| 32700 | 1 | |
| 32000 | 2 | |
| 30000 | 2 | |
| 29600 | 1 | |
| 27600 | 1 |
initial_cp_credit_limit
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 103 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2361902 |
| Missing (%) | 97.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4975.475939 |
| Minimum | 0 |
|---|---|
| Maximum | 200000 |
| Zeros | 3155 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 3000 |
| median | 4000 |
| Q3 | 6000 |
| 95-th percentile | 12000 |
| Maximum | 200000 |
| Range | 200000 |
| Interquartile range (IQR) | 3000 |
Descriptive statistics
| Standard deviation | 4078.600499 |
|---|---|
| Coefficient of variation (CV) | 0.8197407744 |
| Kurtosis | 106.2097189 |
| Mean | 4975.475939 |
| Median Absolute Deviation (MAD) | 1000 |
| Skewness | 5.216763843 |
| Sum | 363015700 |
| Variance | 16634982.03 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 14472 | 0.6% |
| 3000 | 12501 | 0.5% |
| 2000 | 11411 | 0.5% |
| 4000 | 9343 | 0.4% |
| 6000 | 6768 | 0.3% |
| 8000 | 3436 | 0.1% |
| 0 | 3155 | 0.1% |
| 10000 | 2541 | 0.1% |
| 20000 | 1884 | 0.1% |
| 7000 | 1617 | 0.1% |
| Other values (93) | 5833 | 0.2% |
| (Missing) | 2361902 |
| Value | Count | Frequency (%) |
| 0 | 3155 | 0.1% |
| 1000 | 7 | < 0.1% |
| 2000 | 11411 | |
| 2100 | 3 | < 0.1% |
| 2200 | 6 | < 0.1% |
| 2300 | 7 | < 0.1% |
| 2400 | 1 | < 0.1% |
| 2500 | 567 | < 0.1% |
| 2600 | 10 | < 0.1% |
| 2700 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 200000 | 1 | < 0.1% |
| 130000 | 1 | < 0.1% |
| 80000 | 4 | < 0.1% |
| 60000 | 3 | < 0.1% |
| 52000 | 1 | < 0.1% |
| 50000 | 29 | |
| 48000 | 1 | < 0.1% |
| 45000 | 4 | < 0.1% |
| 44000 | 1 | < 0.1% |
| 43000 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| False | |
|---|---|
| True | 5279 |
| Value | Count | Frequency (%) |
| False | 2429584 | |
| True | 5279 | 0.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| False | |
|---|---|
| True | 147 |
| Value | Count | Frequency (%) |
| False | 2434716 | |
| True | 147 | < 0.1% |
| Distinct | 120 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6757 |
| Missing (%) | 0.3% |
| Memory size | 18.6 MiB |
| - | |
|---|---|
| Aeon Credit Services Headquarters | 26086 |
| Klang | 1294 |
| Puchong | 1285 |
| Rawang | 1281 |
| Other values (115) | 43511 |
Length
| Max length | 33 |
|---|---|
| Median length | 1 |
| Mean length | 1.526003807 |
| Min length | 1 |
Characters and Unicode
| Total characters | 3705299 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | - |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 2354649 | |
| Aeon Credit Services Headquarters | 26086 | 1.1% |
| Klang | 1294 | 0.1% |
| Puchong | 1285 | 0.1% |
| Rawang | 1281 | 0.1% |
| Midvalley | 1264 | 0.1% |
| Tebrau City | 1188 | < 0.1% |
| Wangsa Maju | 1183 | < 0.1% |
| Johor Bahru | 1086 | < 0.1% |
| AU2 | 1083 | < 0.1% |
| Other values (110) | 37707 | 1.5% |
| (Missing) | 6757 | 0.3% |
Length
| Value | Count | Frequency (%) |
| 2354649 | ||
| aeon | 31622 | 1.2% |
| credit | 26086 | 1.0% |
| services | 26086 | 1.0% |
| headquarters | 26086 | 1.0% |
| co | 2951 | 0.1% |
| bukit | 2589 | 0.1% |
| alam | 2333 | 0.1% |
| shah | 2333 | 0.1% |
| kota | 1969 | 0.1% |
| Other values (126) | 69797 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 2354649 | |
| e | 173301 | 4.7% |
| a | 125721 | 3.4% |
| r | 119839 | 3.2% |
| 118395 | 3.2% | |
| i | 71290 | 1.9% |
| t | 67742 | 1.8% |
| n | 58517 | 1.6% |
| d | 58002 | 1.6% |
| s | 54852 | 1.5% |
| Other values (44) | 502991 | 13.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Dash Punctuation | 2354649 | |
| Lowercase Letter | 982243 | |
| Uppercase Letter | 243807 | 6.6% |
| Space Separator | 118395 | 3.2% |
| Decimal Number | 6205 | 0.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 42326 | |
| S | 39160 | |
| C | 32088 | |
| H | 26828 | |
| B | 11447 | 4.7% |
| K | 10631 | 4.4% |
| O | 10561 | 4.3% |
| M | 9735 | 4.0% |
| E | 8976 | 3.7% |
| N | 8133 | 3.3% |
| Other values (14) | 43922 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 173301 | |
| a | 125721 | |
| r | 119839 | |
| i | 71290 | |
| t | 67742 | 6.9% |
| n | 58517 | 6.0% |
| d | 58002 | 5.9% |
| s | 54852 | 5.6% |
| u | 46478 | 4.7% |
| o | 37377 | 3.8% |
| Other values (13) | 169124 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2410 | |
| 1 | 1614 | |
| 3 | 1415 | |
| 8 | 765 | 12.3% |
| 9 | 1 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2354649 |
Space Separator
| Value | Count | Frequency (%) |
| 118395 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2479249 | |
| Latin | 1226050 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 173301 | |
| a | 125721 | 10.3% |
| r | 119839 | 9.8% |
| i | 71290 | 5.8% |
| t | 67742 | 5.5% |
| n | 58517 | 4.8% |
| d | 58002 | 4.7% |
| s | 54852 | 4.5% |
| u | 46478 | 3.8% |
| A | 42326 | 3.5% |
| Other values (37) | 407982 |
Common
| Value | Count | Frequency (%) |
| - | 2354649 | |
| 118395 | 4.8% | |
| 2 | 2410 | 0.1% |
| 1 | 1614 | 0.1% |
| 3 | 1415 | 0.1% |
| 8 | 765 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3705299 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 2354649 | |
| e | 173301 | 4.7% |
| a | 125721 | 3.4% |
| r | 119839 | 3.2% |
| 118395 | 3.2% | |
| i | 71290 | 1.9% |
| t | 67742 | 1.8% |
| n | 58517 | 1.6% |
| d | 58002 | 1.6% |
| s | 54852 | 1.5% |
| Other values (44) | 502991 | 13.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 2095391 | |
| True | 339472 | 13.9% |
| Distinct | 9025 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 2095391 |
| Missing (%) | 86.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.99085601 |
| Minimum | 0 |
|---|---|
| Maximum | 10000 |
| Zeros | 194365 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 40.88 |
| Maximum | 10000 |
| Range | 10000 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 191.7003864 |
|---|---|
| Coefficient of variation (CV) | 12.78782121 |
| Kurtosis | 1378.993676 |
| Mean | 14.99085601 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.14174152 |
| Sum | 5088975.87 |
| Variance | 36749.03814 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 194365 | 8.0% |
| 1 | 17442 | 0.7% |
| 2 | 12058 | 0.5% |
| 3 | 8641 | 0.4% |
| 20 | 7857 | 0.3% |
| 5 | 7647 | 0.3% |
| 4 | 5963 | 0.2% |
| 6 | 3961 | 0.2% |
| 8 | 3159 | 0.1% |
| 7 | 2739 | 0.1% |
| Other values (9015) | 75640 | 3.1% |
| (Missing) | 2095391 |
| Value | Count | Frequency (%) |
| 0 | 194365 | |
| 0.01 | 57 | < 0.1% |
| 0.02 | 40 | < 0.1% |
| 0.03 | 32 | < 0.1% |
| 0.04 | 32 | < 0.1% |
| 0.05 | 493 | < 0.1% |
| 0.06 | 25 | < 0.1% |
| 0.07 | 22 | < 0.1% |
| 0.08 | 34 | < 0.1% |
| 0.09 | 27 | < 0.1% |
| Value | Count | Frequency (%) |
| 10000 | 6 | |
| 9988 | 3 | |
| 9956.92 | 1 | < 0.1% |
| 9954.8 | 1 | < 0.1% |
| 9915.11 | 1 | < 0.1% |
| 9814.5 | 3 | |
| 9802.5 | 4 | |
| 9790.5 | 1 | < 0.1% |
| 9766.8 | 6 | |
| 9754.8 | 2 | < 0.1% |
| Distinct | 1157 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 2251140 |
| Missing (%) | 92.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20208466.61 |
| Minimum | 20170610 |
|---|---|
| Maximum | 20220731 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 20170610 |
|---|---|
| 5-th percentile | 20191101 |
| Q1 | 20200803 |
| median | 20210306 |
| Q3 | 20220216 |
| 95-th percentile | 20220701 |
| Maximum | 20220731 |
| Range | 50121 |
| Interquartile range (IQR) | 19413 |
Descriptive statistics
| Standard deviation | 9473.451595 |
|---|---|
| Coefficient of variation (CV) | 0.0004687862655 |
| Kurtosis | -1.176599336 |
| Mean | 20208466.61 |
| Median Absolute Deviation (MAD) | 9703 |
| Skewness | -0.07176909682 |
| Sum | 3.712760112 × 1012 |
| Variance | 89746285.13 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20200902 | 14277 | 0.6% |
| 20200803 | 7291 | 0.3% |
| 20220216 | 7007 | 0.3% |
| 20200706 | 4508 | 0.2% |
| 20200603 | 4261 | 0.2% |
| 20200203 | 4240 | 0.2% |
| 20200402 | 3656 | 0.2% |
| 20200302 | 3654 | 0.2% |
| 20200102 | 3363 | 0.1% |
| 20191101 | 3007 | 0.1% |
| Other values (1147) | 128459 | 5.3% |
| (Missing) | 2251140 |
| Value | Count | Frequency (%) |
| 20170610 | 1 | < 0.1% |
| 20190601 | 1380 | |
| 20190602 | 66 | < 0.1% |
| 20190603 | 27 | < 0.1% |
| 20190604 | 19 | < 0.1% |
| 20190606 | 3 | < 0.1% |
| 20190607 | 10 | < 0.1% |
| 20190608 | 8 | < 0.1% |
| 20190609 | 4 | < 0.1% |
| 20190610 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 20220731 | 569 | |
| 20220730 | 539 | |
| 20220729 | 513 | |
| 20220728 | 452 | |
| 20220727 | 435 | |
| 20220726 | 386 | |
| 20220725 | 431 | |
| 20220724 | 325 | |
| 20220723 | 300 | |
| 20220722 | 255 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 2434863 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| False | |
|---|---|
| True | 8127 |
| Value | Count | Frequency (%) |
| False | 2426736 | |
| True | 8127 | 0.3% |
| Distinct | 75 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.847737635 |
| Minimum | -1 |
|---|---|
| Maximum | 73 |
| Zeros | 2095391 |
| Zeros (%) | 86.1% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 34 |
| Maximum | 73 |
| Range | 74 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.77507699 |
|---|---|
| Coefficient of variation (CV) | 3.060259847 |
| Kurtosis | 10.92856175 |
| Mean | 3.847737635 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.379696438 |
| Sum | 9368714 |
| Variance | 138.652438 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2095391 | |
| 14 | 13917 | 0.6% |
| 4 | 11474 | 0.5% |
| 9 | 10421 | 0.4% |
| 27 | 9887 | 0.4% |
| 28 | 9756 | 0.4% |
| 10 | 9720 | 0.4% |
| 18 | 9306 | 0.4% |
| 1 | 9002 | 0.4% |
| 15 | 8668 | 0.4% |
| Other values (65) | 247321 | 10.2% |
| Value | Count | Frequency (%) |
| -1 | 2 | < 0.1% |
| 0 | 2095391 | |
| 1 | 9002 | 0.4% |
| 2 | 6364 | 0.3% |
| 3 | 6662 | 0.3% |
| 4 | 11474 | 0.5% |
| 5 | 4590 | 0.2% |
| 6 | 8639 | 0.4% |
| 7 | 8102 | 0.3% |
| 8 | 5493 | 0.2% |
| Value | Count | Frequency (%) |
| 73 | 3 | < 0.1% |
| 72 | 9 | < 0.1% |
| 71 | 8 | < 0.1% |
| 70 | 43 | < 0.1% |
| 69 | 93 | < 0.1% |
| 68 | 1135 | < 0.1% |
| 67 | 267 | < 0.1% |
| 66 | 3711 | |
| 65 | 1033 | < 0.1% |
| 64 | 1987 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1342147 | |
| False | 1092716 |
current_loan_balance
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 507393 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 1092716 |
| Missing (%) | 44.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8944.559685 |
| Minimum | 0 |
|---|---|
| Maximum | 664245 |
| Zeros | 46476 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21.87 |
| Q1 | 2020 |
| median | 5398.45 |
| Q3 | 10958.87 |
| 95-th percentile | 32677.47 |
| Maximum | 664245 |
| Range | 664245 |
| Interquartile range (IQR) | 8938.87 |
Descriptive statistics
| Standard deviation | 11388.28855 |
|---|---|
| Coefficient of variation (CV) | 1.273208402 |
| Kurtosis | 28.842318 |
| Mean | 8944.559685 |
| Median Absolute Deviation (MAD) | 3986.8 |
| Skewness | 3.233732131 |
| Sum | 1.200491395 × 1010 |
| Variance | 129693116 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46476 | 1.9% |
| 0.1 | 1508 | 0.1% |
| 0.06 | 882 | < 0.1% |
| 0.04 | 788 | < 0.1% |
| 0.05 | 749 | < 0.1% |
| 0.08 | 712 | < 0.1% |
| 0.07 | 693 | < 0.1% |
| 0.03 | 644 | < 0.1% |
| 0.09 | 636 | < 0.1% |
| 9748 | 567 | < 0.1% |
| Other values (507383) | 1288492 | |
| (Missing) | 1092716 |
| Value | Count | Frequency (%) |
| 0 | 46476 | |
| 0.01 | 451 | < 0.1% |
| 0.02 | 487 | < 0.1% |
| 0.03 | 644 | < 0.1% |
| 0.04 | 788 | < 0.1% |
| 0.05 | 749 | < 0.1% |
| 0.06 | 882 | < 0.1% |
| 0.07 | 693 | < 0.1% |
| 0.08 | 712 | < 0.1% |
| 0.09 | 636 | < 0.1% |
| Value | Count | Frequency (%) |
| 664245 | 1 | |
| 526770 | 1 | |
| 496128 | 1 | |
| 450515 | 1 | |
| 299004 | 1 | |
| 296980 | 1 | |
| 241902 | 1 | |
| 233476 | 1 | |
| 231066 | 1 | |
| 216547 | 1 |
sanctioned_amount
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 23020 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 1092716 |
| Missing (%) | 44.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10208.29011 |
| Minimum | 100 |
|---|---|
| Maximum | 1608700 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 1359 |
| Q1 | 4376.5 |
| median | 7660 |
| Q3 | 11000 |
| 95-th percentile | 30000 |
| Maximum | 1608700 |
| Range | 1608600 |
| Interquartile range (IQR) | 6623.5 |
Descriptive statistics
| Standard deviation | 9762.452742 |
|---|---|
| Coefficient of variation (CV) | 0.9563259507 |
| Kurtosis | 707.0308611 |
| Mean | 10208.29011 |
| Median Absolute Deviation (MAD) | 3340 |
| Skewness | 7.847171056 |
| Sum | 1.370102594 × 1010 |
| Variance | 95305483.55 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 51904 | 2.1% |
| 20000 | 32597 | 1.3% |
| 15000 | 26872 | 1.1% |
| 5000 | 25924 | 1.1% |
| 30000 | 14615 | 0.6% |
| 9600 | 14567 | 0.6% |
| 3000 | 14168 | 0.6% |
| 25000 | 13906 | 0.6% |
| 11000 | 13847 | 0.6% |
| 10070 | 13700 | 0.6% |
| Other values (23010) | 1120047 | |
| (Missing) | 1092716 |
| Value | Count | Frequency (%) |
| 100 | 2 | |
| 102 | 2 | |
| 103 | 1 | |
| 105 | 1 | |
| 106 | 1 | |
| 108 | 2 | |
| 109 | 2 | |
| 110 | 2 | |
| 112 | 1 | |
| 113 | 1 |
| Value | Count | Frequency (%) |
| 1608700 | 1 | |
| 990000 | 1 | |
| 772952 | 1 | |
| 620000 | 1 | |
| 600000 | 2 | |
| 570000 | 1 | |
| 514000 | 1 | |
| 500670 | 1 | |
| 458000 | 1 | |
| 347900 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| False | |
|---|---|
| True | 191414 |
| Value | Count | Frequency (%) |
| False | 2243449 | |
| True | 191414 | 7.9% |
financing_product_branch_location
Real number (ℝ)
| Distinct | 2147 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.96484525 |
| Minimum | -1 |
|---|---|
| Maximum | 2145 |
| Zeros | 1126 |
| Zeros (%) | < 0.1% |
| Negative | 74814 |
| Negative (%) | 3.1% |
| Memory size | 18.6 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 244 |
| Maximum | 2145 |
| Range | 2146 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 127.8636712 |
|---|---|
| Coefficient of variation (CV) | 3.199403635 |
| Kurtosis | 50.37872435 |
| Mean | 39.96484525 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 6.05371309 |
| Sum | 97308923 |
| Variance | 16349.11841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1092716 | |
| 1 | 722047 | |
| -1 | 74814 | 3.1% |
| 27 | 30415 | 1.2% |
| 26 | 9902 | 0.4% |
| 5 | 9721 | 0.4% |
| 16 | 8745 | 0.4% |
| 33 | 8231 | 0.3% |
| 7 | 8197 | 0.3% |
| 48 | 6373 | 0.3% |
| Other values (2137) | 463702 |
| Value | Count | Frequency (%) |
| -1 | 74814 | 3.1% |
| 0 | 1126 | < 0.1% |
| 1 | 722047 | |
| 2 | 470 | < 0.1% |
| 3 | 1092716 | |
| 4 | 357 | < 0.1% |
| 5 | 9721 | 0.4% |
| 6 | 875 | < 0.1% |
| 7 | 8197 | 0.3% |
| 8 | 3773 | 0.2% |
| Value | Count | Frequency (%) |
| 2145 | 1 | |
| 2144 | 1 | |
| 2143 | 1 | |
| 2142 | 1 | |
| 2141 | 1 | |
| 2140 | 1 | |
| 2139 | 1 | |
| 2138 | 1 | |
| 2137 | 1 | |
| 2136 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2434863 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1769686 | |
| 1 | 665177 | 27.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 1769686 | |
| 1 | 665177 | 27.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1769686 | |
| 1 | 665177 | 27.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2434863 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1769686 | |
| 1 | 665177 | 27.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2434863 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1769686 | |
| 1 | 665177 | 27.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2434863 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1769686 | |
| 1 | 665177 | 27.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| customer_id | date_of_report | gender | occupation | nationality | race | marital_status | age | home_address | residence_type | educational_qualification | type_of_employment | annual_income | vip_status | number_of_dependents | mobile_app_status | opt_out | customer_with_active_credit_card | current_ca_credit_limit | current_cp_credit_limit | initial_ca_credit_limit | initial_cp_credit_limit | own_multiple_credit_card | supplementary_credit_card | credit_card_branch_location | customer_with_active_prepaid_card | current_prepaid_card_balance | date_of_last_top_up_of_prepaid_card | supplementary_prepaid_card | own_multiple_prepaid_card | prepaid_card_branch_loaction | customer_with_active_financing_product | current_loan_balance | sanctioned_amount | own_multiple_financing_products | financing_product_branch_location | default | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 142932463.0 | 20220901.0 | Female | 1d3134e05d4736dd523e8da18153fee1683082c8047194972a00bef74936fd6d | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 29.0 | 55100 | 055a952c818647957a80fc28e0537a01d3ad8e909145b4945f40fc6b508b5506 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 33144.36 | N | 3.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 2768.56 | 2221.0 | Y | 0 | 0 |
| 1 | 133599134.0 | 20220901.0 | Male | d56baa23c666005144806b1143e76f89d80bb0d5087ac44e63668cd6b415ccc0 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 | 26.0 | 84900 | 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 21600.00 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 17226.60 | 15000.0 | N | 1 | 0 |
| 2 | 142155191.0 | 20220901.0 | Female | 2591e99784666567fe15b2059e3f2050b0e9d1226bde8f911aa4a3e2dcc2436e | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 | 29.0 | 07000 | 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 20400.00 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 9306.98 | 10070.0 | N | 1 | 0 |
| 3 | 110561197.0 | 20220901.0 | Female | 3c78d9603676c68c5f26d0f4fb2ed5026456cd799b53aa64373f64b6cda34a43 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 83ad5f646c236e5afc36e3f3353c6f6f8ba983653b117d5340f9a5248fe11d00 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 40.0 | 58000 | c81f5b09f595dd05e9ad3b0fa206caf8a92a2f0f154d2885451ddf7f09768e6c | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 22616.16 | N | 4.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 3118.96 | 3510.0 | Y | 2 | 1 |
| 4 | 850084597.0 | 20220901.0 | Female | 0be69302b80664a1f1ada55c8edd5f40cf3d5d23fbb48e47481e05ef097ac67c | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 28.0 | 43500 | fcaa4020673f3cadd8a84f92af02c59f2b586ea2830d6a078961513287c98dbe | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 31839.12 | N | 1.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | N | NaN | NaN | N | 3 | 0 |
| 5 | 180069254.0 | 20220901.0 | Female | a4a8ba27410e227c522ae7b71844852e33ccbb4c57cb362d16e09207de46dda0 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 45.0 | 28100 | 055a952c818647957a80fc28e0537a01d3ad8e909145b4945f40fc6b508b5506 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 44740.44 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | N | NaN | NaN | N | 3 | 0 |
| 6 | 133727416.0 | 20220901.0 | Male | db87f20a1ced8ee129c2e25c6ea20024113c1be0aa50f6a73c9b577d31dddcf3 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 | 25.0 | 10000 | 055a952c818647957a80fc28e0537a01d3ad8e909145b4945f40fc6b508b5506 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 20988.00 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 4943.39 | 10020.0 | N | 4 | 0 |
| 7 | 190126504.0 | 20220901.0 | Female | c416c1eeac991164d9c7d56599c67ab451d5fff119c952b1b96a54ab984c0e17 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 | 42.0 | 40170 | 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 21284.88 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | Y | 5.0 | 20200919.0 | N | N | 1 | N | NaN | NaN | N | 3 | 1 |
| 8 | 190941036.0 | 20220901.0 | Female | db87f20a1ced8ee129c2e25c6ea20024113c1be0aa50f6a73c9b577d31dddcf3 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 33.0 | 48300 | 3f61f7d37f20290d7d17f55ce5656469c8d894046147962773153d5bdffc5872 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 13056.00 | N | 5.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 3463.00 | 4110.0 | N | 5 | 1 |
| 9 | 10102414.0 | 20220901.0 | Male | cc7cc7b16765e55be80f0b222f9ceea451304704fbc78664597e80a23da9f588 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 47.0 | 13300 | c81f5b09f595dd05e9ad3b0fa206caf8a92a2f0f154d2885451ddf7f09768e6c | dd11755948898b60031cd1382b72e61ca672b0d255e238748a4d9961ead717e8 | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 24000.00 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | N | NaN | NaN | N | 3 | 0 |
Last rows
| customer_id | date_of_report | gender | occupation | nationality | race | marital_status | age | home_address | residence_type | educational_qualification | type_of_employment | annual_income | vip_status | number_of_dependents | mobile_app_status | opt_out | customer_with_active_credit_card | current_ca_credit_limit | current_cp_credit_limit | initial_ca_credit_limit | initial_cp_credit_limit | own_multiple_credit_card | supplementary_credit_card | credit_card_branch_location | customer_with_active_prepaid_card | current_prepaid_card_balance | date_of_last_top_up_of_prepaid_card | supplementary_prepaid_card | own_multiple_prepaid_card | prepaid_card_branch_loaction | customer_with_active_financing_product | current_loan_balance | sanctioned_amount | own_multiple_financing_products | financing_product_branch_location | default | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2434853 | 141651129.0 | 20220901.0 | Female | b38c06347169ddbe0700cdba20f63d3e4bbaaacfa6714118d21ea474d70ab2e2 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 61.0 | 36000 | c81f5b09f595dd05e9ad3b0fa206caf8a92a2f0f154d2885451ddf7f09768e6c | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 17304.00 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | N | NaN | NaN | N | 3 | 0 |
| 2434854 | 133065068.0 | 20220901.0 | Male | db87f20a1ced8ee129c2e25c6ea20024113c1be0aa50f6a73c9b577d31dddcf3 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 10a033a3053ce4de82085eef58d58d9ed93638cb095d4c6747e992305aebdcbf | 35.0 | 16450 | 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 12000.00 | N | 2.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 2697.41 | 6948.0 | N | 257 | 0 |
| 2434855 | 30218178.0 | 20220901.0 | Male | 0be69302b80664a1f1ada55c8edd5f40cf3d5d23fbb48e47481e05ef097ac67c | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 36.0 | 05200 | c81f5b09f595dd05e9ad3b0fa206caf8a92a2f0f154d2885451ddf7f09768e6c | 74a30f9c0c4638c759eeb1abc1b8857dfa8b26b6dbab306a1e6a3245dbec6235 | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 40581.84 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | N | NaN | NaN | N | 3 | 0 |
| 2434856 | 30518976.0 | 20220901.0 | Male | a4a8ba27410e227c522ae7b71844852e33ccbb4c57cb362d16e09207de46dda0 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 97e44d546f8c88f0a19f0e8db7e2069337b7e6924b7cd230a00710d7b9b53d00 | 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 | 26.0 | 43200 | 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 28800.00 | N | 1.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | N | NaN | NaN | N | 3 | 0 |
| 2434857 | 260540867.0 | 20220901.0 | Male | 1d3134e05d4736dd523e8da18153fee1683082c8047194972a00bef74936fd6d | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 53.0 | 52100 | 3f61f7d37f20290d7d17f55ce5656469c8d894046147962773153d5bdffc5872 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 20400.00 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | N | NaN | NaN | N | 3 | 0 |
| 2434858 | 10146797.0 | 20220901.0 | Male | 0be69302b80664a1f1ada55c8edd5f40cf3d5d23fbb48e47481e05ef097ac67c | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 40.0 | 43200 | c81f5b09f595dd05e9ad3b0fa206caf8a92a2f0f154d2885451ddf7f09768e6c | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 61800.00 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 3834.40 | 7000.0 | N | 10 | 0 |
| 2434859 | 80325830.0 | 20220901.0 | Female | a4a8ba27410e227c522ae7b71844852e33ccbb4c57cb362d16e09207de46dda0 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 99b0a2098212fca2a4b7e72c48081e4290f2f75004ba54d402df38647113cacc | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 38.0 | 89058 | c81f5b09f595dd05e9ad3b0fa206caf8a92a2f0f154d2885451ddf7f09768e6c | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 54367.08 | N | 1.0 | Y | N | Y | 2000.0 | 5000.0 | 2000.0 | 5000.0 | N | N | Kota Kinabalu | N | NaN | NaN | N | N | 0 | Y | 14935.73 | 10000.0 | N | 16 | 0 |
| 2434860 | 192367402.0 | 20220901.0 | Female | b38c06347169ddbe0700cdba20f63d3e4bbaaacfa6714118d21ea474d70ab2e2 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8623744e832ac4d2479a3de6c827dfb779ddb769de07f0a0b2567f27b6cb45f5 | 27.0 | 41300 | 3f61f7d37f20290d7d17f55ce5656469c8d894046147962773153d5bdffc5872 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 28946.40 | N | 1.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 58388.00 | 34000.0 | N | 1 | 0 |
| 2434861 | 181145824.0 | 20220901.0 | Female | db87f20a1ced8ee129c2e25c6ea20024113c1be0aa50f6a73c9b577d31dddcf3 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 | 27.0 | 17600 | 98c723844f9e6aaaa5b2361761bdf8197e0ae4c087c688a3212248e0d40ef4e6 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 12000.00 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 3168.94 | 6210.0 | N | 252 | 0 |
| 2434862 | 181301756.0 | 20220901.0 | Male | a4a8ba27410e227c522ae7b71844852e33ccbb4c57cb362d16e09207de46dda0 | 522733336a54c81c7cfabcc60dcf26042a4b1d59c4bdf76eafa7c5b79e7e9af6 | 3d0ac26c46f9daaeaff34affc226f2d86300ede16934f3194ef49a5f56c676b5 | 8316f8178707dee9ea8c0e44178b4993a37244112fd60a0be23dae005a3dca01 | 24.0 | 47000 | a3ccf1236ee8a45f9dd05b9db992f701d0aba9006879742d48ca2f10191bee90 | NaN | 9fb72472a1bfadde532422630d0a0a2531491064f8e9c2e6cc706487159c9920 | 15600.00 | N | 0.0 | N | N | N | NaN | NaN | NaN | NaN | N | N | - | N | NaN | NaN | N | N | 0 | Y | 9673.60 | 9000.0 | N | 1 | 0 |